Healthcare · Delivered and deployed

A 500,000-line Python monolith, modernized.

A mission-critical healthcare data processing and reporting platform moved from end-of-life Python 2.7 to Python 3.12 while preserving calculation-sensitive workflows.

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SourcePython 2.7 monolith
TargetPython 3.12
ValidationCritical calculation parity
~500KLines of production code
3.12Modern Python target
ParityCritical workflow validation
LivePromoted to production
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